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papers

Publications (18)

Conditional Computation for Continual Learning

Min Lin, Jie Fu, Yoshua Bengio

Inverse Reinforce Learning with Nonparametric Behavior Clustering

Siddharthan Rajasekaran, Jinwei Zhang, Jie Fu

Environment-Independent Task Specifications via GLTL

Michael L. Littman, Ufuk Topcu, Jie Fu +3

Approximate Dynamic Programming with Probabilistic Temporal Logic Constraints

Lening Li, Jie Fu

Dataflow-based Joint Quantization of Weights and Activations for Deep Neural Networks

Xue Geng, Jie Fu, Bin Zhao +4

Adaptive Bidirectional Backpropagation: Towards Biologically Plausible Error Signal Transmission in Neural Networks

Hongyin Luo, Jie Fu, James Glass

Compositional planning in Markov decision processes: Temporal abstraction meets generalized logic composition

Xuan Liu, Jie Fu

physics.med-ph2018

Male pelvic synthetic CT generation from T1-weighted MRI using 2D and 3D convolutional neural networks

Jie Fu, Yingli Yang, Kamal Singhrao +3

Symbolic Planning and Control Using Game Theory and Grammatical Inference

Jie Fu, Herbert G. Tanner, Jeffrey Heinz +3

Multi-task Learning over Graph Structures

Pengfei Liu, Jie Fu, Yue Dong +2

Simple and Effective Curriculum Pointer-Generator Networks for Reading Comprehension over Long Narratives

Yi Tay, Shuohang Wang, Luu Anh Tuan +6

Human-in-the-Loop Synthesis for Partially Observable Markov Decision Processes

Steven Carr, Nils Jansen, Ralf Wimmer +2

DrMAD: Distilling Reverse-Mode Automatic Differentiation for Optimizing Hyperparameters of Deep Neural Networks

Jie Fu, Hongyin Luo, Jiashi Feng +2

Lightweight and Efficient Neural Natural Language Processing with Quaternion Networks

Yi Tay, Aston Zhang, Luu Anh Tuan +5

Deep Q-Networks for Accelerating the Training of Deep Neural Networks

Jie Fu

astro-ph.SR2016

Dynamics of a prominence-horn structure during its evaporation in the solar corona

Bing Wang, Yao Chen, Jie Fu +3

A Validated Physical Model For Real-Time Simulation of Soft Robotic Snakes

Renato Gasoto, Miles Macklin, Xuan Liu +4

Graph Neural Networks with Generated Parameters for Relation Extraction

Hao Zhu, Yankai Lin, Zhiyuan Liu +3